中文

Profile of Professor Sun Jiancheng

Date:2020-07-18  Click:




    Name: Sun Jiancheng

    Title: Professor

    Office Phone: 0791-83845701

    Email: sunjc@jxufe.edu.cn

    



1. Introduction

Basic Information:

Sun Jiancheng, male, was born in September 1973 and is a native of Tongchuan City, Shaanxi Province. He is currently a professor, master supervisor and doctoral supervisor of the School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics.

Research Directions: Machine Learning and Time Series Analysis

Education Experience:

March 2001-April 2005, Information and Communication Engineering, Xi’an Jiaotong University, PhD

September 1997-February 2000, Nuclear Energy Science and Engineering, Harbin Engineering University, Master’s Degree

September 1993-July 1997, Nuclear Engineering, Harbin Engineering University, Bachelor’s Degree

Work Experience:

December 2014-Present, Professor, School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics

December 2013-December 2014, Visiting Scholar, Neuroimage Center, University of York, UK

December 2008-December 2013, Professor, School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics

May 2005-December 2008, Associate Professor, School of Electronics, Jiangxi University of Finance and Economics

February 2000-February 2001, Engineer, Aviation Power Control System Institute of AVIC (614 Institute)

 

2. Teaching Experience

Courses Taught:

Pattern Recognition

Honors:

Candidate of the “Hundred-Thousand-Ten Thousand Talents Project in Jiangxi Province

Talent of Jiangxi Young Scientist (Jinggang Star) Training Program

 

3. Research Achievements

Projects Hosted:

1. Project of the National Natural Science Foundation, 61362024, “Research on the Evolution Mechanism of Community Structure in Time Series Based on Complex Network”, January 2014-December 2017

2. Jiangxi Natural Science Foundation, 20132BAB201022, “Research on Stream Data Clustering Algorithm Based on Complex Network”, January 2013.01- December 2014

3. Project of the National Natural Science Foundation, 61072103, “Research on the Joint Realization Method of Data Clustering and Prediction in Collaborative Learning Mode”, January 2011- December 2013

4. Jiangxi Natural Science Foundation, 2009GZS0037, Research on Linear Classifier on Riemannian Manifold”, January 2010-December 2011

5. Special Funding Project of China Postdoctoral Science Foundation, 200801432, “fMRI Data Analysis Based on Machine Learning”, January 2009.01- December 2010

6. Cultivation Project for Young Scientists of Jiangxi Province, January 2009- December 2013

7. Project of China Postdoctoral Science Foundation, 20070411132, “Research on the Prediction of Exon Regions at the 5' End of Gene Based on Information Geometry”, January 2008- December 2010

8. Project of the National Natural Science Foundation, 60602034, “Research on Time Series Representation, Regression and Prediction Based on Information Geometry”, July 2007- December 2009

9. Jiangxi Natural Science Foundation, 0611031, “Adaptive Link Technology in Wireless Communication”, January 2007- December 2008

Papers:

1. Jiancheng Sun, Yong Yang, Yanqing liu, Chunlin Chen, Yaohui Bai, Wenyuan Rao. Univariate Time Series Classification Using Information Geometry. Pattern Recognition vol.95, 2019, pp.24-35.

2. Jiancheng Sun, Complex Network Construction of Univariate Chaotic Time Series Based on Maximum Mean Discrepancy, Entropy, vol.22, 2020, pp.1-8.

3. Jiancheng Sun, Yong Yang, Neal N. Xiong, Liyun Dai, Xiangdong Peng, Jianguo Luo. Complex Network Construction of Multivariate Time Series Using Information Geometry. IEEE Transactions on Systems, Man and Cybernetics: Systems, vol.49, no.1, 2019, pp.107-122.

4. Jiancheng Sun, Chongxun Zheng, Xioahe Li, Yatong Zhou. Analysis of the Distance between Two Classes for Tuning SVM Hyperparameters. IEEE Transactions on Neural Networks and Learning Systems, vol.21, no.2, 2010, pp.305-318.

5. Jiancheng Sun, Chongxun Zheng, Xioahe Li, Yatong Zhou. Scaling the Kernel Function Based on the Separating Region in Input Space: A Data-dependent Way to Improve the Performance of Kernel Methods. Infornation Sciences, vol.184, no.1, 2012, pp.140-154.

6. Jiancheng Sun, Chongxun Zheng, Yatong Zhou, Yaohui Bai, Jianguo Luo, Nonlinear Noise Reduction of Chaotic Time Series Based on Multi-dimensional Recurrent Least Squares Support Vector Machines. Neurocomputing, vol.71:3675-3679, 2008.

7. Jiancheng Sun. Clustering Multivariate Time Series Based on Riemannian Manifold. Electronics Letters, vol.52, no.19, 2016, pp.1607-1609.

8. Jiancheng Sun. Noise Reduction in Chaotic Multi-dimensional Time Series Using Dictionary Learning. Electronics Letters, vol.50, no.22, 2014, pp.1635-1636.

9. Jiancheng Sun. Multiscale Complex Network Constructed from Chaotic Time Series. Electronics Letters, vol.49, no.17, 2013, pp.1078-1079.

10. Jiancheng Sun. Complex Networks from Chaotic Time Series on Riemannian Manifold. Chinese Physics Letters, vol.33, no.10, 2016, pp.100503.

11. Jiancheng Sun, Chongxun Zheng, Xiaohe Li. Distance between Two Classes: A Novel Kernel Class Separability Criterion, IEICE Transactions on Information and Systems, vol. E92-D, no.7, pp.1397-1400, 2009.

12. Jiancheng Sun. Chaotic Behaviour Learning of the Chua’s Circuit. Chinese Physics B, vol.21, no.10, 2012, pp.100502-1-100502-7.

13. Jiancheng Sun, Yaohui Bai, Jianguo Luo, and Jianwu Dang. Modelling of a Chaotic Time Series Using a Modified Minimax Probability Machine Regression, Chinese Journal of Physics, 47(4):491-501, 2009.

14. Jiancheng Sun. Prediction of Chaotic Time Series Based on Modified Minimax Probability Machine Regression. Chinese Physics. 2007, 16(11):3262-3270.

15. Jiancheng Sun, Zhang Taiyi, Liu feng. Modelling of Chaotic Systems Based on Modified Weighted Recurrent Least Squares Support Vector Machines. Chinese Physics. 2004, 13(12):2045-2052.

16. Jiancheng SunZhou Yatong, Luo Jianguo. Prediction of Chaotic Systems with Multidimensional Recurrent Least Squares Support Vector Machines. Chinese Physics. 2006, 15(6):1208-1215. 

17. Jiancheng Sun, Lun Yu, Guang Yang, Congde Lu. Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Stationary Wavelet Transform. Lecture Notes on Computer Science, Springer-verlag. vol. 3497, pp.424-429, 2005.

18. Jiancheng Sun. Finding Hidden Communities in Complex Networks from Chaotic Time Series. Indonesian Journal of Electrical Engineering and Computer Science, vol.3, no.2, pp.350-355, 2015.

19. Jiancheng Sun, Taiyi Zhang, Feng Liu. Nonlinear Prediction of Fast Fading Channel Parameters Based on the Chaotic Attractor. IEEE 6th CAS Workshop/Symposium on Emerging Technologies, 2004, vol.1, pp.181-184. (EI)

20. Jiancheng Sun, Taiyi Zhang, Feng Liu. Nonlinear Prediction of Mobile-radio Fading Channel Using Recurrent Least Squares Support Vector Machines and Embedding Phase Space , IEEE 2004 International Conference on Comm., Circuits and Systems, 2004, vol.1, pp.282-286.

21. Jiancheng Sun, Zhou Yatong. Noise Reduction of Chaotic Systems Based on Least Squares Support Vector Machines. IEEE 2006 International Conference on Comm., Circuits and Systems. 2006.

22. Jiancheng Sun. Fast Tuning of SVM Kernel Parameter Using Distance between Two Classes. 2008 International Conference on Intelligent System and Knowledge Engineering, 2008. (EI)

23. Jiancheng Sun.Modelling of Chaotic Time Series Using Minimax Probability Machine Regression, 2009 International Conference on Communications and Mobile Computing, 2009. (EI)